OEM Predictive Maintenance AI Compressing Reactive Service Calls
#1Otis ONE (deployed across 300,000+ units globally as of 2024), KONE 24/7 Connected Services, Schindler Ahead, and TK Elevator's MAX platform (built on Microsoft Azure IoT) are all commercially deployed, fleet-scale predictive maintenance systems using ML models trained on tens of millions of elevator operating cycles. These systems generate proactive service dispatch recommendations, sometimes preventing failures weeks before they would manifest as breakdowns. The reactive emergency call — traditionally the highest-margin, most-frequent technician deployment scenario — is the explicit target of these platforms.